Thirteen of fourteen models named GitHub first on the direct prompt; zero named Azure DevOps. GitHub was named by fourteen of the fourteen models and Azure DevOps by thirteen and GitHub carries 83 labels and Azure DevOps 30, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the source control hosting page.
Across every category in the October 2026 Edition, GitHub and Azure DevOps were named in the same answer ninety-five times, of the 270 answers naming GitHub and the 165 naming Azure DevOps. In those answers Azure DevOps took the first choice four times and GitHub forty-nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“GitHub - due to controversies” Llama 4 Maverick · negative prompt · hard negative
“have all experienced security breaches, credential leaks, and supply chain attacks in recent years... require careful configuration and security practices to mitigate risks” Mistral Small · negative prompt · soft negative
“GitHub, especially if you need enterprise self-hosting: In May 2026, GitHub disclosed a compromise... it isn't by itself a reason to avoid GitHub.com.” GPT-6 Luna · negative prompt · soft negative
“The most popular and commonly used cloud-based Git platform with a user-friendly and intuitive UI and is widely regarded as the go-to platform for collaborative software development.” Muse Glimmer 30B · comparative prompt · first choice
“I'd recommend starting with a pilot of GitHub Enterprise Server or GitLab Self-Managed, as both offer the best balance of enterprise features and developer experience” GLM 4.7 FlashX · scale prompt · first choice
“GitHub Enterprise | Best-in-class developer experience, massive open-source ecosystem, superior AI (Copilot), industry standard for talent.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“GitHub, GitLab, Bitbucket, and Azure DevOps have all experienced security breaches, credential leaks, and supply chain attacks” Mistral Small · negative prompt · soft negative
“Be cautious about closed-source SaaS for sensitive code: GitHub, Bitbucket, Azure DevOps, and AWS CodeCommit” Perplexity Sonar · negative prompt · soft negative
“Azure DevOps can feel rigid and "corporate" to modern engineering teams, making it less attractive” Gemini 3.5 Flash · direct prompt · soft negative
“Azure DevOps ⭐ Best Overall Value” Kimi K2 · budget prompt · first choice
“Strong integration with Microsoft ecosystem... Highly Microsoft-centric enterprise environments (though Microsoft is actively pushing much of ADO's innovation toward GitHub).” Gemini 3.5 Flash · scale prompt · alternative
“Best For: Large enterprises, legacy .NET development shops... Microsoft cloud/corporate ecosystem.” Gemini 3.5 Flash · comparative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.